{"id":"W2950328745","doi":"10.1108/mf-06-2018-0269","title":"Efficient working capital management, bond quality rating, and debt refinancing risk","year":2019,"lang":"en","type":"article","venue":"Managerial Finance","topic":"Working Capital and Financial Performance","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Debt; Intellectual capital; Economics; Production (economics); Originality; Quality (philosophy); Working capital; Business; Finance; Actuarial science; Psychology; Macroeconomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008183274,0.000358822,0.0004240647,0.0002104318,0.0004786347,0.000436771,0.0003457328,0.0001110963,0.00004679752],"category_scores_gemma":[0.00006223815,0.0003564701,0.0001128297,0.0006579965,0.0000979019,0.0004217171,0.0005657375,0.0002835149,0.000784924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000047757,"about_ca_system_score_gemma":0.000008903863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005279864,"about_ca_topic_score_gemma":0.00009486717,"domain_scores_codex":[0.9977403,0.00001550226,0.0005216239,0.0007501679,0.0003431803,0.0006292315],"domain_scores_gemma":[0.9988527,0.00004064234,0.0005397992,0.0004981118,0.00005247774,0.000016296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004764938,0.0001885388,0.1383287,0.001226585,0.00006943977,0.00009247084,0.000450035,0.004152402,0.0005251069,0.7029239,0.002374549,0.1491918],"study_design_scores_gemma":[0.003171193,0.00005999796,0.7363225,0.0008215725,0.0001219601,0.0000058439,0.0005860237,0.01661446,0.00007759114,0.01308038,0.2273595,0.00177895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9213098,0.0005207001,0.0002895091,0.0001235562,0.001993209,0.0005110481,0.000003481307,0.0001840457,0.07506464],"genre_scores_gemma":[0.9949419,0.0001173018,0.0008987441,0.0004873324,0.001290149,0.0000229942,0.0000125392,0.00004768669,0.002181316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6898435,"threshold_uncertainty_score":0.9999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008044640788291138,"score_gpt":0.201362089376254,"score_spread":0.1933174485879628,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}